AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 1.06587 1.44
the best 2_DecisionTree Decision Tree logloss 3e-06 19.31
3_Default_Xgboost Xgboost logloss 0.000156015 163.61
4_Default_NeuralNetwork Neural Network logloss 0.00871767 9.53
5_Default_RandomForest Random Forest logloss 3e-06 12.7
Ensemble Ensemble logloss 3e-06 0.42

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation